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Muñoz Romero, Sergio sergio.munoz@urjc.es

Teoría de la Señal y Comunicaciones y Sistemas Telemáticos y Computación / Universidad Rey Juan Carlos

Publications

Informative variable identifier: Expanding interpretability in feature selection

  • Munoz-Romero, Sergio
  • Gorostiaga, Arantza
  • Soguero-Ruiz, Cristina
  • Mora-Jimenez, Inmaculada
  • Rojo-Alvarez, Jose Luis;

Pattern Recognition - 1/2/2020

10.1016/j.patcog.2019.107077 View at source

  • ISSN 00313203
Open Access

Sparse and kernel OPLS feature extraction based on eigenvalue problem solving

  • Muñoz Romero, Sergio
  • Arenas Garcia, Jeronimo
  • Gomez Verdejo, Vanessa

PATTERN RECOGNITION (p. 1797-1811) - 1/5/2015

https://doi.org/10.1016/j.patcog.2014.12.002 View at source

  • ISSN 0031-3203
Open Access

A novel framework for parsimonious multivariate analysis

  • Muñoz Romero, Sergio
  • Gomez Verdejo, Vanessa
  • Parrado Hernandez, Emilio

PATTERN RECOGNITION (p. 173-186) - 1/11/2017

https://doi.org/10.1016/j.patcog.2017.06.004 View at source

  • ISSN 0031-3203

Quantitative Cluster Headache Analysis for Neurological Diagnosis Support Using Statistical Classification

  • El-Yaagoubi, Mohammed
  • Mora-Jimenez, Inmaculada
  • Jabrane, Younes
  • Munoz-Romero, Sergio
  • Luis Rojo-Alvarez, Jose
  • Antonio Pareja-Grande, Juan;

Information (Switzerland) - 1/8/2020

10.3390/info11080393 View at source

  • ISSN 20782489

Generalization and Regularization for Inverse Cardiac Estimators

  • Melgarejo Meseguer FM
  • Everss Villalba E
  • Gutierrez-Fernandez-Calvillo M
  • Munoz-Romero S
  • Gimeno-Blanes FJ
  • Garcia-Alberola A
  • Rojo-Alvarez JL
... View more Collapse

Ieee Transactions On Biomedical Engineering (p. 3029-3038) - 1/10/2022

10.1109/tbme.2022.3159733 View at source

  • ISSN 00189294

Forecasting Promotional Sales Within the Neighbourhood

  • Aguilar-Palacios, Carlos
  • Munoz-Romero, Sergio
  • Luis Rojo-Alvarez, Jose;

Ieee Access (p. 74759-74775) - 1/1/2019

10.1109/access.2019.2920380 View at source

  • ISSN 21693536

Text Analytics and Mixed Feature Extraction in Ovarian Cancer Clinical and Genetic Data

  • Bote-Curiel, L.
  • Ruiz-Llorente, S.
  • Munoz-Romero, S.
  • Yague-Fernandez, M.
  • Barquin, A.
  • Garcia-Donas, J.
  • Rojo-Alvarez, J.L.
... View more Collapse

Ieee Access (p. 58034-58051) - 1/1/2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/access.2021.3072941 View at source

  • ISSN 21693536
  • ISSN/ISBN 2169-3536

Causal Quantification of Cannibalization During Promotional Sales in Grocery Retail

  • Aguilar-Palacios, Carlos
  • Munoz-Romero, Sergio
  • Rojo-Alvarez, Jose Luis;

Ieee Access (p. 34078-34089) - 1/1/2021

10.1109/access.2021.3062222 View at source

  • ISSN 21693536

A Resampling Univariate Analysis Approach to Ovarian Cancer From Clinical and Genetic Data

  • Bote-Curiel, L.
  • Ruiz-Llorente, S.
  • Munoz-Romero, S.
  • Yague-Fernandez, M.
  • Barquin, A.
  • Garcia-Donas, J.
  • Rojo-Alvarez, J.L.
... View more Collapse

Ieee Access (p. 25959-25972) - 1/1/2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/access.2021.3057770 View at source

  • ISSN 21693536
  • ISSN/ISBN 2169-3536

Data Science Analysis and Profile Representation Applied to Secondary Prevention of Acute Coronary Syndrome

  • Garcia-Garcia, Antonio
  • Prieto-Egido, Ignacio
  • Guerrero-Curieses, Alicia
  • Feijoo-Martinez, Juan Ramon
  • Munoz-Romero, Sergio
  • Fernandez, Sergio Manzano
  • Flores-Blanco, Pedro Jose
  • Rojo-Alvarez, Jose Luis
  • Martinez-Fernandez, Andres;
... View more Collapse

Ieee Access (p. 78607-78620) - 1/1/2021

10.1109/access.2021.3083523 View at source

  • ISSN 21693536

This researcher has no books.

This researcher has no book chapters.

Fast classification with neural networks via confidence rating

  • Arenas-Carcia, J
  • Gomez-Verdejo, V
  • Munoz-Romero, S
  • Ortega-Moral, M
  • Figueiras-Vidal, AR;

Lecture Notes In Computer Science (p. 622-629) - 1/1/2005

  • ISSN 03029743
  • iMarina

Real Adaboost Ensembles with Emphasized Subsampling

  • Munoz-Romero, Sergio
  • Arenas-Garcia, Jeronimo
  • Gomez-Verdejo, Vanessa;

Lecture Notes In Computer Science (p. 440-447) - 1/1/2009

  • ISSN 03029743
  • iMarina

Identification of prognostic variables in advanced ovarian cancer based on real-world patients from big data analytics.

  • Garcia-Donas, Jesus
  • Sevillano, Elena
  • Munoz, Sergio
  • Bote, Luis
  • Yague, Monica
  • Lainez, Nuria
  • Ma Guerra, Eva
  • Garrido, Maria
  • Garcia-Donas, Teresa
  • Amarilla, Sandra
  • Navarro, Paloma
  • Ruiz, Sergio
  • Fenor, M. D.
  • Francisco Rodriguez-Moreno, Juan
  • Luis Rojo, Jose;
... View more Collapse

Journal Of Clinical Oncology - 20/5/2019

10.1200/jco.2019.37.15_suppl.e17104 View at source

  • ISSN 0732183X

SEMISUPERVISED KERNEL ORTHONORMALIZED PARTIAL LEAST SQUARES

  • Izquierdo-Verdiguier, Emma
  • Arenas-Garcia, Jeronimo
  • Munoz-Romero, Sergio
  • Gomez-Chova, Luis
  • Camps-Valls, Gustavo;

Ieee International Workshop On Machine Learning For Signal Processing, Mlsp - 1/1/2012

  • ISSN 21610371
  • iMarina

Comparison of Infinite Impulse Response (IIR) and Finite Impulse Response (FIR) Filters in Cardiac Optical Mapping Records

  • Rivas-Lalaleo D
  • Muñoz-Romero S
  • Huerta M
  • Bautista-Naranjo V
  • García-Quintanilla J
  • Moreno-Planas J
  • Rojo-Álvarez JL
... View more Collapse

Communications In Computer And Information Science (p. 207-224) - 1/1/2021

10.1007/978-3-030-71503-8_16 View at source

  • ISSN 18650929

Iterative orthonormalized partial least squares with sparsity constraints

  • Muñoz Romero, Sergio
  • Arenas Garcia, Jeronimo
  • Gomez Verdejo, Vanessa

38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013) (p. 3387-3391) - 1/1/2013

Editor: IEEE - THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC

https://doi.org/10.1109/icassp.2013.6638286 View at source

  • ISBN 1520-6149
  • ISSN 15206149

Finding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis

  • Soguero-Ruiz, Cristina
  • Alonso-Arteaga, Natalia
  • Munoz-Romero, Sergio
  • Luis Rojo-Alvarez, Jose
  • Rubio-Sanchez, Manuel
  • Caballero Lopez-Fajardo, Isabel
  • Mora-Jimenez, Inmaculada;
... View more Collapse

2020 Ieee International Conference On Bioinformatics And Biomedicine (p. 2066-2073) - 1/1/2020

10.1109/bibm49941.2020.9313218 View at source

  • ISSN 21561125

An Approach to New Methods for Digital Signal Processing on Optical Mapping Sequences and Electrical Mapping

  • Munoz-Romero, Sergio
  • Sanroman-Junquera, Margarita
  • Soguero-Ruiz, Cristina
  • Mora-Jimenez, Inmaculada
  • Caulier-Cisterna, Raul
  • Moreno-Planas, Javier
  • Garcia-Quintanilla, Jorge
  • Garcia-Alberola, Arcadi
  • Luis Rojo-Alvarez, Jose;
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 481-484) - 1/1/2016

  • ISSN 23258861
  • iMarina

Auto-Cropping of Phone Camera Color Images to Segment Cardiac Signals in ECG Printouts

  • Lozano-Fernandez, F
  • Mora-Jimenez, I
  • Sanroman-Junquera, M
  • Munoz-Romero, S
  • Garcia-Alberola, A
  • Rojo-Alvarez, JL

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 421-424) - 1/1/2016

10.22489/cinc.2016.122-281 View at source

  • ISSN 23258861

Effect of Different Ventricular Arrhythmia Origin on Cardiac Sounds Variability Using M-mode Signals Representation

  • Ortiz-Puente, Raul
  • Sanroman-Junquera, Margarita
  • Munoz-Romero, Sergio
  • Ortiz, Mercedes
  • Barbero-Puchades, Mariano
  • Goya-Esteban, Rebeca
  • Luis Rojo-Alvarez, Jose
  • Almendral-Garrote, Jesus;
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 1-4) - 1/1/2017

10.22489/cinc.2017.104-046 View at source

  • ISSN 23258861

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

Interpretable Data Science Methods for Knowledge Discovery from Ovarian Cancer Data

  • Rojo Álvarez, José Luis (Tutor)
  • Muñoz Romero, Sergio (Director) Doctorando: LUIS BOTE CURIEL

16/7/2021

  • iMarina

Interpretable Machine Learning for Promotional Sales Forecasting

  • Sanromán Junquera, Margarita (Codirector)
  • Rojo Álvarez, José Luis (Director)
  • Muñoz Romero, Sergio (Codirector) Doctorando: CARLOS AGUILAR PALACIOS

28/6/2021

  • iMarina

MODELING ENERGY CONSUMPTION AND DEMAND RESPONSE OPTIMIZATION IN HEALTHCARE BUILDINGS

  • Rojo Álvarez, José Luis (Director)
  • Muñoz Romero, Sergio (Codirector) Doctorando: RODOLFO GORDILLO ORQUERA

7/6/2019

  • iMarina

ANALYSIS, REPRESENTATION AND VISUALIZATION OF EMERGENCIES ATTENDED BY INTEGRATED SECURITY SERVICES

  • CARRERA ERAZO, ENRIQUE VINICIO (Codirector)
  • Rojo Álvarez, José Luis (Tutor)
  • Muñoz Romero, Sergio (Director) Doctorando: DANILO CORRAL DE WITT

6/6/2019

  • iMarina

This researcher has no patents or software licenses.

Last data update: 9/16/23 4:02 PM